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ATAL
2007
Springer
16 years 1 months ago
Towards reinforcement learning representation transfer
Transfer learning problems are typically framed as leveraging knowledge learned on a source task to improve learning on a related, but different, target task. Current transfer met...
Matthew E. Taylor, Peter Stone
SOFSEM
2007
Springer
16 years 28 days ago
Building an Ontological Base for Experimental Evaluation of Semantic Web Applications
The increasing number of Semantic Web applications that work with ontologies implies an increased need for building ontological knowledge bases. In order to improve ontologies duri...
Peter Bartalos, Michal Barla, György Frivolt,...
ISNN
2005
Springer
16 years 10 days ago
MRF-MBNN: A Novel Neural Network Architecture for Image Processing
Contextual information and a priori knowledge play important roles in image segmentation based on neural networks. This paper proposed a method for including contextual information...
Nian Cai, Jie Yang, Kuanghu Hu, Haitao Xiong
LREC
2010
133views Education» more  LREC 2010»
15 years 8 months ago
Improving Domain-specific Entity Recognition with Automatic Term Recognition and Feature Extraction
Domain specific entity recognition often relies on domain-specific knowledge to improve system performance. However, such knowledge often suffers from limited domain portability a...
Ziqi Zhang, José Iria, Fabio Ciravegna
LREC
2008
101views Education» more  LREC 2008»
15 years 8 months ago
Using the Multilingual Central Repository for Graph-Based Word Sense Disambiguation
This paper presents the results of a graph-based method for performing knowledge-based Word Sense Disambiguation (WSD). The technique exploits the structural properties of the gra...
Eneko Agirre, Aitor Soroa